{"id":"W6958885860","doi":"10.6084/m9.figshare.c.7050923","title":"Canadians’ knowledge of cancer risk factors and belief in cancer myths","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Topic Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Canadian Cancer Society; University of Calgary; University of British Columbia","funders":"","keywords":"Cancer; Feeling; Cognition; Preference; Population; Causality (physics); Risk perception; Risk factor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00142233,0.0001621283,0.0002391675,0.001774478,0.002375889,0.001334931,0.0005841985,0.0004449356,0.005460274],"category_scores_gemma":[0.008180966,0.0001627769,0.0004113515,0.002207051,0.001212816,0.0004652179,0.0007455706,0.0007246109,0.0001699623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007971891,"about_ca_system_score_gemma":0.01352619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9563534,"about_ca_topic_score_gemma":0.9508114,"domain_scores_codex":[0.9989576,0.0001148675,0.00005687026,0.00008107854,0.0005421325,0.0002474666],"domain_scores_gemma":[0.9950571,0.0009223891,0.001316482,0.0001032741,0.001728644,0.0008721427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008268779,0.00005952082,0.958028,0.0001976243,0.00005294527,0.0001730943,0.01716056,0.00009821751,0.0001764777,0.0004029466,0.002319602,0.02124823],"study_design_scores_gemma":[0.000008855464,0.00005451015,0.9755558,0.0002103299,0.00003077563,0.0001419199,0.01953467,0.0001860282,0.00005974677,0.0001511529,0.00403828,0.00002789501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875138,0.001120452,0.00006850269,0.001480681,0.00002091812,0.00002472868,0.0008853464,0.000005394735,0.008880036],"genre_scores_gemma":[0.9986348,0.000594084,0.00006592488,0.0001007354,0.000006702101,0.000004747515,0.0001974061,0.000001036207,0.0003946275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04364657,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0388724242843826,"score_gpt":0.2953458920857877,"score_spread":0.2564734678014051,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}